List of works - Esteban José Palomo

A Competitive Neural Network for Multiple Object Tracking in Video Sequence Analysis

scientific article published on 12 December 2012

A Neighborhood-Based Competitive Network for Video Segmentation and Object Detection

A Neural Recognition System for Manufactured Objects

scientific article published in 2009

A New GHSOM Model Applied to Network Security

A Self-Organized Multiagent System for Intrusion Detection

scientific article published in 2009

A Self-organizing Map for Traffic Flow Monitoring

scientific article published in 2013

Application of growing hierarchical SOM for visualisation of network forensics traffic data.

scientific article

Assessment of geometric features for individual identification and verification in biometric hand systems

scientific article published in July 2013

Bregman divergences for growing hierarchical self-organizing networks

scientific article published on 27 March 2014

Color space selection for self-organizing map based foreground detection in video sequences

scientific article published in July 2014

Continuous chemical classification in uncontrolled environments with sliding windows

scientific article published in November 2016

Dynamic tree topology learning by self-organization

scientific article published on 4 March 2016

Extended abstract: A color quantization approach based on the Growing Neural Forest

scientific article published in November 2016

Frame Size Reduction for Foreground Detection in Video Sequences

scientific article published in 2016

Growing hierarchical probabilistic self-organizing graphs

scientific article published on 12 May 2011

Hierarchical Color Quantization Based on Self-organization

scientific article published on 27 March 2013

Hierarchical Self-Organizing Networks for Multispectral Data Visualization

scientific article published in 2013

Image Compression and Video Segmentation Using Hierarchical Self-Organization

scientific article published on 15 December 2012

Image Hierarchical Segmentation Based on a GHSOM

scientific article published in 2009

Learning Topologies with the Growing Neural Forest

scientific article published on 11 April 2016

Motion Detection by Microcontroller for Panning Cameras

scientific article published in 2017

Pixel Features for Self-organizing Map Based Detection of Foreground Objects in Dynamic Environments

scientific article published in October 2016

Robust self-organization with M-estimators

scientific article published in March 2015

Selecting the Color Space for Self-Organizing Map Based Foreground Detection in Video

scientific article published on 10 May 2015

Smart motion detection sensor based on video processing using self-organizing maps

scientific article published in December 2016

Spam Detection Based on a Hierarchical Self-Organizing Map

scientific article published in 2009

THE ROLE OF THE LATTICE DIMENSIONALITY IN THE SELF-ORGANIZING MAP

scientific article published in 2018

The Forbidden Region Self-Organizing Map Neural Network

scientific article published on 18 March 2019

The Growing Hierarchical Neural Gas Self-Organizing Neural Network.

scientific article published on 2 June 2016

The effect of noise on foreground detection algorithms

scientific article published on 20 October 2016

Unsupervised Color Quantization with the Growing Neural Forest

scientific article published in 2017

Unsupervised learning by cluster quality optimization

scientific article published in April 2018

Visualization of Complex Datasets with the Self-Organizing Spanning Tree

scientific article published in 2015

List of works by Esteban José Palomo

A Competitive Neural Network for Multiple Object Tracking in Video Sequence Analysis

A Neighborhood-Based Competitive Network for Video Segmentation and Object Detection

A Neural Recognition System for Manufactured Objects

A New GHSOM Model Applied to Network Security

A Self-Organized Multiagent System for Intrusion Detection

A Self-organizing Map for Traffic Flow Monitoring

Application of growing hierarchical SOM for visualisation of network forensics traffic data.

Assessment of geometric features for individual identification and verification in biometric hand systems

Bregman divergences for growing hierarchical self-organizing networks

Color space selection for self-organizing map based foreground detection in video sequences

Continuous chemical classification in uncontrolled environments with sliding windows

Dynamic tree topology learning by self-organization

Extended abstract: A color quantization approach based on the Growing Neural Forest

Frame Size Reduction for Foreground Detection in Video Sequences

Growing hierarchical probabilistic self-organizing graphs

Hierarchical Color Quantization Based on Self-organization

Hierarchical Self-Organizing Networks for Multispectral Data Visualization

Image Compression and Video Segmentation Using Hierarchical Self-Organization

Image Hierarchical Segmentation Based on a GHSOM

Learning Topologies with the Growing Neural Forest

Motion Detection by Microcontroller for Panning Cameras

Pixel Features for Self-organizing Map Based Detection of Foreground Objects in Dynamic Environments

Robust self-organization with M-estimators

Selecting the Color Space for Self-Organizing Map Based Foreground Detection in Video

Smart motion detection sensor based on video processing using self-organizing maps

Spam Detection Based on a Hierarchical Self-Organizing Map

THE ROLE OF THE LATTICE DIMENSIONALITY IN THE SELF-ORGANIZING MAP

The Forbidden Region Self-Organizing Map Neural Network

The Growing Hierarchical Neural Gas Self-Organizing Neural Network.

The effect of noise on foreground detection algorithms

Unsupervised Color Quantization with the Growing Neural Forest

Unsupervised learning by cluster quality optimization

Visualization of Complex Datasets with the Self-Organizing Spanning Tree